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Berk
/
multilingual-place-extractor-mdeberta-13lang-tagger

Token Classification
Transformers
Safetensors
deberta-v2
information-extraction
places
multilingual
ner
Model card Files Files and versions
xet
Community

Instructions to use Berk/multilingual-place-extractor-mdeberta-13lang-tagger with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use Berk/multilingual-place-extractor-mdeberta-13lang-tagger with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("token-classification", model="Berk/multilingual-place-extractor-mdeberta-13lang-tagger", device_map="auto")
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForTokenClassification
    
    tokenizer = AutoTokenizer.from_pretrained("Berk/multilingual-place-extractor-mdeberta-13lang-tagger")
    model = AutoModelForTokenClassification.from_pretrained("Berk/multilingual-place-extractor-mdeberta-13lang-tagger", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
multilingual-place-extractor-mdeberta-13lang-tagger
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  • 1 contributor
History: 4 commits
Berk's picture
Berk
v2: landmark-list recall + reclassify (clean field_f1 0.952, span-F1 0.969)
2745c69 verified about 2 months ago
  • gazetteer
    add full gazetteer + Python linking docs about 2 months ago
  • .gitattributes
    1.64 kB
    add full gazetteer + Python linking docs about 2 months ago
  • README.md
    5.37 kB
    v2: landmark-list recall + reclassify (clean field_f1 0.952, span-F1 0.969) about 2 months ago
  • config.json
    1.22 kB
    Multilingual place tagger (mDeBERTa-v3, 13 langs) + data-source model card about 2 months ago
  • model.safetensors
    1.11 GB
    xet
    v2: landmark-list recall + reclassify (clean field_f1 0.952, span-F1 0.969) about 2 months ago
  • tokenizer.json
    16 MB
    xet
    Multilingual place tagger (mDeBERTa-v3, 13 langs) + data-source model card about 2 months ago
  • tokenizer_config.json
    2.93 kB
    Multilingual place tagger (mDeBERTa-v3, 13 langs) + data-source model card about 2 months ago